Are 2.5D approaches superior to 3D deep networks in whole brain segmentation?

Saikat Roy, David Kügler, Martin Reuter 0001. Are 2.5D approaches superior to 3D deep networks in whole brain segmentation?. In Ender Konukoglu, Bjoern H. Menze, Archana Venkataraman, Christian F. Baumgartner, Qi Dou 0001, Shadi Albarqouni, editors, International Conference on Medical Imaging with Deep Learning, MIDL 2022, 6-8 July 2022, Zurich, Switzerland. Volume 172 of Proceedings of Machine Learning Research, pages 988-1004, PMLR, 2022. [doi]

Abstract

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